{"id":"https://openalex.org/W3163467117","doi":"https://doi.org/10.1109/icpr48806.2021.9412625","title":"SiamMT: Real-Time Arbitrary Multi-Object Tracking","display_name":"SiamMT: Real-Time Arbitrary Multi-Object Tracking","publication_year":2021,"publication_date":"2021-01-10","ids":{"openalex":"https://openalex.org/W3163467117","doi":"https://doi.org/10.1109/icpr48806.2021.9412625","mag":"3163467117"},"language":"en","primary_location":{"id":"doi:10.1109/icpr48806.2021.9412625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9412625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039878198","display_name":"Lorenzo Vaquero","orcid":"https://orcid.org/0000-0002-1874-3078"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Lorenzo Vaquero","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057742985","display_name":"Manuel Mucientes","orcid":"https://orcid.org/0000-0003-1735-3585"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Mucientes","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077550469","display_name":"V.M. Brea","orcid":"https://orcid.org/0000-0003-0078-0425"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victor M. Brea","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039878198"],"corresponding_institution_ids":["https://openalex.org/I200284239","https://openalex.org/I4210111807"],"apc_list":null,"apc_paid":null,"fwci":0.1921,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46900327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"abs 2003 9003","issue":null,"first_page":"707","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8209904432296753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7708797454833984},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7509435415267944},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.7308286428451538},{"id":"https://openalex.org/keywords/video-graphics-array","display_name":"Video Graphics Array","score":0.6168975234031677},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5816962122917175},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5738416910171509},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5672376751899719},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5140836834907532},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4733560085296631},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.4655856192111969},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.4498358368873596},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.44904625415802},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.2621105909347534},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.138776034116745},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10078710317611694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8209904432296753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7708797454833984},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7509435415267944},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.7308286428451538},{"id":"https://openalex.org/C139983466","wikidata":"https://www.wikidata.org/wiki/Q17194","display_name":"Video Graphics Array","level":3,"score":0.6168975234031677},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5816962122917175},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5738416910171509},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5672376751899719},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5140836834907532},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4733560085296631},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.4655856192111969},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.4498358368873596},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.44904625415802},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.2621105909347534},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.138776034116745},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10078710317611694},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr48806.2021.9412625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9412625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1521019969","https://openalex.org/W1536680647","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1964846093","https://openalex.org/W2117539524","https://openalex.org/W2130026429","https://openalex.org/W2149829493","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2158827467","https://openalex.org/W2163605009","https://openalex.org/W2186330282","https://openalex.org/W2194775991","https://openalex.org/W2291627510","https://openalex.org/W2400429454","https://openalex.org/W2470394683","https://openalex.org/W2471056492","https://openalex.org/W2518253596","https://openalex.org/W2570343428","https://openalex.org/W2606355385","https://openalex.org/W2618530766","https://openalex.org/W2739491435","https://openalex.org/W2776035257","https://openalex.org/W2787237028","https://openalex.org/W2791203079","https://openalex.org/W2799058067","https://openalex.org/W2886956694","https://openalex.org/W2887280559","https://openalex.org/W2902137659","https://openalex.org/W2902750166","https://openalex.org/W2920942303","https://openalex.org/W2957408986","https://openalex.org/W2960512482","https://openalex.org/W2962923976","https://openalex.org/W2963150697","https://openalex.org/W2963227409","https://openalex.org/W2963504571","https://openalex.org/W2963534981","https://openalex.org/W2970938561","https://openalex.org/W2981393651","https://openalex.org/W2998027361","https://openalex.org/W3012922853","https://openalex.org/W3105220622","https://openalex.org/W3106763294","https://openalex.org/W4295331127","https://openalex.org/W4297785339","https://openalex.org/W6637373629","https://openalex.org/W6679027886","https://openalex.org/W6696672603","https://openalex.org/W6720898849","https://openalex.org/W6768435530","https://openalex.org/W6775253321"],"related_works":["https://openalex.org/W2318603563","https://openalex.org/W887692824","https://openalex.org/W2910635843","https://openalex.org/W2354419434","https://openalex.org/W2211021966","https://openalex.org/W2256387306","https://openalex.org/W2009959527","https://openalex.org/W3178626677","https://openalex.org/W4285271403","https://openalex.org/W2110357291"],"abstract_inverted_index":{"Visual":[0],"object":[1,17,128],"tracking":[2,33,57,88,183],"is":[3,143],"of":[4,15,28,58,78,83,125],"great":[5],"interest":[6],"in":[7,48,93,160],"many":[8],"applications,":[9],"as":[10],"it":[11,97],"preserves":[12],"the":[13,37,56,76,98,121,126,140,154],"identity":[14],"an":[16,147],"throughout":[18],"a":[19,45,80,115,161,182],"video.":[20],"However,":[21],"while":[22],"real":[23],"applications":[24],"demand":[25],"systems":[26],"capable":[27,82],"real-time-tracking":[29],"multiple":[30,91,158],"objects,":[31,60],"multi-object":[32,102],"solutions":[34],"usually":[35],"follow":[36],"tracking-by-detection":[38],"paradigm,":[39],"thus":[40],"they":[41,52,62],"depend":[42],"on":[43],"running":[44],"costly":[46],"detector":[47],"each":[49],"frame,":[50],"and":[51,123,139,174],"do":[53],"not":[54],"allow":[55,153],"arbitrary":[59,101],"i.e.,":[61],"require":[63],"training":[64],"for":[65,171,177],"specific":[66],"classes.":[67],"In":[68],"response":[69],"to":[70,90,156,186],"this":[71,73],"need,":[72],"work":[74],"presents":[75],"architecture":[77],"SiamMT,":[79],"system":[81,155],"efficiently":[84],"applying":[85],"individual":[86],"visual":[87],"techniques":[89],"objects":[92,170,176],"real-time.":[94],"This":[95],"makes":[96],"first":[99],"deep-learning-based":[100],"tracker.":[103],"To":[104],"achieve":[105],"this,":[106],"we":[107],"propose":[108],"global":[109],"frame":[110],"features":[111],"extraction":[112],"by":[113,120],"using":[114],"fully-convolutional":[116],"neural":[117],"network,":[118],"followed":[119],"cropping":[122],"resizing":[124],"different":[127],"search":[129,137],"areas.":[130],"The":[131],"final":[132],"similarity":[133],"operation":[134],"between":[135],"these":[136],"areas":[138],"target":[141],"exemplars":[142],"carried":[144],"out":[145],"with":[146,167,181],"optimized":[148],"pairwise":[149],"cross-correlation.":[150],"These":[151],"novelties":[152],"track":[157],"targets":[159],"scalable":[162],"manner,":[163],"achieving":[164],"25":[165],"fps":[166],"60":[168],"simultaneous":[169],"VGA":[172],"videos":[173],"40":[175],"HD720":[178],"videos,":[179],"all":[180],"quality":[184],"similar":[185],"SiamFC.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}